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  • Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare

    25/11/2019

    1

    Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare

    Gilbert Strang is a professor of mathematics at MIT and perhaps one of the most famous and impactful teachers of math in the world. His MIT OpenCourseWare lectures on linear algebra have been viewed millions of times. This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on Apple Podcasts or support it on Patreon. This episode is presented by Cash App. Download it, use code LexPodcast.  And it is supported by ZipRecruiter. Try it: http://ziprecruiter.com/lexpod Here’s the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time. 00:00 – Introduction 03:45 – Math rockstar 05:10 – MIT OpenCourseWare 07:29 – Four Fundamental Subspaces of Linear Algebra 13:11 – Linear Algebra vs Calculus 15:03 – Singular value decomposition 19:47 – Why people like math 23:38 – Teaching by example 25:04 – Andrew Yang 26:46 – Society for Industrial and Applied Mathematics 29:21 – Deep learning 37:28 – Theory vs application 38:54 – Open problems in mathematics 39:00 – Linear algebra as a subfield of mathematics 41:52 – Favorite matrix 46:19 – Advice for students on their journey through math 47:37 – Looking back

    25/11/2019

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    50 min
  • #490 – State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI

    1 FEB

    2

    #490 – State of AI in 2026: LLMs, Coding, Scaling Laws, China, Agents, GPUs, AGI

    Nathan Lambert and Sebastian Raschka are machine learning researchers, engineers, and educators. Nathan is the post-training lead at the Allen Institute for AI (Ai2) and the author of The RLHF Book. Sebastian Raschka is the author of Build a Large Language Model (From Scratch) and Build a Reasoning Model (From Scratch). Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep490-sc See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. Transcript: https://lexfridman.com/ai-sota-2026-transcript CONTACT LEX: Feedback – give feedback to Lex: https://lexfridman.com/survey AMA – submit questions, videos or call-in: https://lexfridman.com/ama Hiring – join our team: https://lexfridman.com/hiring Other – other ways to get in touch: https://lexfridman.com/contact SPONSORS: To support this podcast, check out our sponsors & get discounts: Box: Intelligent content management platform. Go to https://box.com/ai Quo: Phone system (calls, texts, contacts) for businesses. Go to https://quo.com/lex UPLIFT Desk: Standing desks and office ergonomics. Go to https://upliftdesk.com/lex Fin: AI agent for customer service. Go to https://fin.ai/lex Shopify: Sell stuff online. Go to https://shopify.com/lex CodeRabbit: AI-powered code reviews. Go to https://coderabbit.ai/lex LMNT: Zero-sugar electrolyte drink mix. Go to https://drinkLMNT.com/lex Perplexity: AI-powered answer engine. Go to https://perplexity.ai/ OUTLINE: (00:00) – Introduction (01:39) – Sponsors, Comments, and Reflections (16:29) – China vs US: Who wins the AI race? (25:11) – ChatGPT vs Claude vs Gemini vs Grok: Who is winning? (36:11) – Best AI for coding (43:02) – Open Source vs Closed Source LLMs (54:41) – Transformers: Evolution of LLMs since 2019 (1:02:38) – AI Scaling Laws: Are they dead or still holding? (1:18:45) – How AI is trained: Pre-training, Mid-training, and Post-training (1:51:51) – Post-training explained: Exciting new research directions in LLMs (2:12:43) – Advice for beginners on how to get into AI development & research (2:35:36) – Work culture in AI (72+ hour weeks) (2:39:22) – Silicon Valley bubble (2:43:19) – Text diffusion models and other new research directions (2:49:01) – Tool use (2:53:17) – Continual learning (2:58:39) – Long context (3:04:54) – Robotics (3:14:04) – Timeline to AGI (3:21:20) – Will AI replace programmers? (3:39:51) – Is the dream of AGI dying? (3:46:40) – How AI will make money? (3:51:02) – Big acquisitions in 2026 (3:55:34) – Future of OpenAI, Anthropic, Google DeepMind, xAI, Meta (4:08:08) – Manhattan Project for AI (4:14:42) – Future of NVIDIA, GPUs, and AI compute clusters (4:22:48) – Future of human civilization

    1 Feb

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  • TikTok

    08/04/2021

    3

    TikTok

    Tiktok: qué es y nuestra opinión

    08/04/2021

    •
    9 min
  • #495 – Vikings, Ragnar, Berserkers, Valhalla & the Warriors of the Viking Age

    9 APR

    4

    #495 – Vikings, Ragnar, Berserkers, Valhalla & the Warriors of the Viking Age

    Lars Brownworth is a historian, teacher, podcaster, and author specializing in Viking history, medieval Europe, and the Byzantine Empire. Thank you for listening ❤ Check out our sponsors: https://lexfridman.com/sponsors/ep495-sc See below for timestamps, transcript, and to give feedback, submit questions, contact Lex, etc. Transcript: https://lexfridman.com/lars-brownworth-transcript CONTACT LEX: Feedback – give feedback to Lex: https://lexfridman.com/survey AMA – submit questions, videos or call-in: https://lexfridman.com/ama Hiring – join our team: https://lexfridman.com/hiring Other – other ways to get in touch: https://lexfridman.com/contact EPISODE LINKS: Lars’s Website: https://larsbrownworth.com/ The Sea Wolves (book): https://www.amazon.com/Sea-Wolves-History-Vikings/dp/1909979120 Lars’s Books: https://amzn.to/4sHY0xw 12 Byzantine Rulers Podcast : https://12byzantinerulers.com/ Norman Centuries Podcast: https://apple.co/4sgSxNi SPONSORS: To support this podcast, check out our sponsors & get discounts: Larridin: Measure AI adoption in your business. Go to https://larridin.com BetterHelp: Online therapy and counseling. Go to https://betterhelp.com/lex LMNT: Zero-sugar electrolyte drink mix. Go to https://drinkLMNT.com/lex Fin: AI agent for customer service. Go to https://fin.ai/lex Shopify: Sell stuff online. Go to https://shopify.com/lex Perplexity: AI-powered answer engine. Go to https://perplexity.ai/ OUTLINE: (00:00) – Introduction (01:03) – Sponsors, Comments, and Reflections (08:57) – The start of the Viking Age (18:50) – Viking military strategy, tactics & technology (32:33) – Ragnar Lothbrok (42:00) – The Great Heathen Army (46:42) – Rollo and Normandy (56:54) – Viking religion and Valhalla (1:07:25) – Viking explorers (1:12:33) – Vikings in North America (1:25:55) – Vikings in the East (1:45:33) – Byzantine Empire (1:54:17) – History and human nature PODCAST LINKS: – Podcast Website: https://lexfridman.com/podcast – Apple Podcasts: https://apple.co/2lwqZIr – Spotify: https://spoti.fi/2nEwCF8 – RSS: https://lexfridman.com/feed/podcast/ – Podcast Playlist: https://www.youtube.com/playlist?list=PLrAXtmErZgOdP_8GztsuKi9nrraNbKKp4 – Clips Channel: https://www.youtube.com/lexclips

    9 Apr

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    2h 10m
  • Artificial intimacy: The AI therapist that ended a marriage

    4 MAR

    5

    Artificial intimacy: The AI therapist that ended a marriage

    When Kirsty turned to a chatbot for help, she was feeling trapped and isolated. Something in her marriage wasn’t right - a constant feeling of tension that would sometimes erupt into arguments, even violence. When she asked ChatGPT for advice, it told her that her relationship with her husband might be abusive.  In the fourth episode of Tech Tonic: Artificial intimacy, FT tech reporter Cristina Criddle asks if chatbots that can mimic empathy and understanding are ready to replace human therapists. Can chatbots be good for our mental health? And what impact could this have on our human relationships?  Check out some of the FT’s reporting on this subject on FT.com: Mental health apps: the AI therapist cannot see you now Can ChatGPT help with a midlife crisis?  The problem with AI and ‘empathy’ Artificial Intimacy is presented by Cristina Criddle and produced by Persis Love and Edwin Lane. The executive producer is Flo Phillips. Sound design is by Breen Turner and Sam Giovinco. The FT’s global head of audio is Cheryl Brumley. The FT does not use generative AI to voice its podcasts. If you have been affected by the issues raised in this episode, you can reach out to a mental health helpline, such as the 988 Suicide and Crisis Lifeline in the US or Samaritans in the UK. Help for many other countries can also be found at Befrienders Worldwide. Read a transcript of this episode on FT.com Hosted on Acast. See acast.com/privacy for more information.

    4 Mar

    •
    31 min
  • OpenAI’s Big Reset + A.I. in the Doctor’s Office + Talkie, a pre-1930s LLM

    1 DAY AGO

    6

    OpenAI’s Big Reset + A.I. in the Doctor’s Office + Talkie, a pre-1930s LLM

    This week, OpenAI announced a loosened partnership with Microsoft and an aggressive new strategy to secure computing power. We unpack what these updates signal about OpenAI’s business strategy and whether the company can scale while balancing a trial against Elon Musk and investor concerns over missed financial targets. Then, the A.I. researcher Dr. Adam Rodman, of Harvard Medical School, returns to tell us about the most significant ways A.I. is changing how doctors treat patients. And finally, can an LLM trained only on very old texts predict the future? We’re talking with one of the creators of the chatbot talkie.   Guests: Dr. Adam Rodman, internal medicine physician at Beth Israel Deaconess Medical Center and assistant professor at Harvard Medical School. David Duvenaud, associate professor at the University of Toronto, former team lead at Anthropic and co-creator of talkie.   Additional Reading: Microsoft and OpenAI Loosen Their Partnership Elon Musk and Sam Altman’s Epic Fight Heads to Court OpenAI Misses Key Revenue, User Targets in High-Stakes Sprint Toward IPO Take It From a Doctor: It’s OK if Your Medical Advice Comes From A.I.   We want to hear from you. Email us at hardfork@nytimes.com. Find “Hard Fork” on YouTube and TikTok. Subscribe today at nytimes.com/podcasts or on Apple Podcasts and Spotify. You can also subscribe via your favorite podcast app here https://www.nytimes.com/activate-access/audio?source=podcatcher. For more podcasts and narrated articles, download The New York Times app at nytimes.com/app. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

    1 day ago

    •
    1hr 10min
  • The battle of the AI labs

    SEASON 23 TRAILER

    7

    The battle of the AI labs

    OpenAI, Anthropic, Google Deepmind, xAI and Meta - all of them are building models to push the frontiers of artificial intelligence, and all of them want to be the world’s leading AI company. Who will come out on top? With the help of the FT’s expert reporters, technology news editor Murad Ahmed explores the battles going on between Silicon Valley’s frontier AI labs, and the personal rivalries driving them.  Who will win out in the bitter rivalry between OpenAI and Anthropic? Can Elon Musk’s xAI or Mark Zuckerberg’s Meta catch up? Or is Google Deepmind destined to control our AI future?  FT articles free to read:  Anthropic’s Mythos AI model tests limits of global cyber defences OpenAI investors question $852bn valuation as strategy shifts DeepMind chief Demis Hassabis warns AI investment looks ‘bubble-like’ Meta releases first AI model since Zuckerberg’s spending spree How Elon Musk’s Grok spread sexual deepfakes and child exploitation images Tech Tonic is hosted by Murad Ahmed and produced by Edwin Lane. Sound design by Breen Turner and Sam Giovinco. The FT’s global head of audio is Cheryl Brumley. Hosted on Acast. See acast.com/privacy for more information.

    S23 Trailer

    •
    1 min
  • Game development in Nepal - Gaming big or small for digital platforms!

    20/11/2020

    8

    Game development in Nepal - Gaming big or small for digital platforms!

    In this episode, we present current scenario of Game development in Nepal - the article by Prajesh SJB Rana "Starting small, aiming big: Game development in Nepal" published in the Kathmandu Post. Visit our website for more: TechSansar.com

    20/11/2020

    •
    11 min
  • Managing nerves, anxiety, and burnout | Jonny Miller (Nervous System Mastery)

    28/01/2024

    9

    Managing nerves, anxiety, and burnout | Jonny Miller (Nervous System Mastery)

    Jonny Miller is the founder of Nervous System Mastery, a course that has helped hundreds of founders and tech leaders cultivate calm, reduce nervousness, enhance resilience, and elevate their sense of aliveness. Having personally benefited from Jonny’s teachings, I’m especially excited to have him on the show. In this episode, we discuss: • How shifting your focus from the mind to the body can help ease nervousness • The power of breath in changing states • The importance of “interoception” • Specific breathing exercises to both calm and excite your nervous system • The A.P.E. (awareness, posture, and emotion) framework for recognizing body signals • The “feather, brick, dump truck” phenomenon • The concept of emotional debt and how to release it • The competitive advantage of feeling emotions — Jonny’s five-week boot camp, Nervous System Mastery, will equip you with evidence-backed protocols to cultivate greater calm and agency over your internal state. Learn to rewire maladaptive stress responses and improve your sleep (use code LENNY for $250 discount). Apply here. — Brought to you by: • Teal—Your personal career growth platform • Vanta—Automate compliance. Simplify security. • Miro—A collaborative visual platform where your best work comes to life — Find the full transcript at: https://www.lennysnewsletter.com/p/managing-nerves-anxiety-and-burnout — Where to find Jonny Miller: • X: https://twitter.com/jonnym1ller • LinkedIn: https://www.linkedin.com/in/jonnym1ller/ • Website: https://www.jonnymiller.co/ • Podcast: podcast.curioushumans.com  • Email: jonny@curioushumans.com • Course: https://nsmastery.com/lenny — Where to find Lenny: • Newsletter: https://www.lennysnewsletter.com • X: https://twitter.com/lennysan • LinkedIn: https://www.linkedin.com/in/lennyrachitsky/ — In this episode, we cover: (00:00) Jonny’s background (07:19) The bottom-up approach to nervousness and anxiety (09:42) The power of breath in changing states (11:47) The concept of state over story (13:56) Personal experiences with nervousness (15:01) Breathing exercises to calm you down (20:40) The “espresso” breath exercise to give you energy (25:44) Interoception and the A.P.E. framework (34:47) The “feather, brick, dump truck” phenomenon (37:40) Recognizing emotional debt and avoiding burnout (40:47) Using somatic-oriented therapy for healing (45:26) Telltale signs of emotional debt (48:13) The competitive advantage of “feeling the feels” (50:20) Advice for people overwhelmed by stimuli (52:36) The NSDR (non-sleep deep rest) practice for emotional release (55:38) Daily practices for emotional well-being (58:23) Thoughts on meditation (01:01:26) The Body Keeps the Score (01:01:58) Contrarian corner (01:04:43) Lightning round — Jonny’s If [This] Then [Breathe] Recipes: • If [overwhelmed], then [hum] • If [anxious], then [breath of calm] • If [lethargic], then [espresso breath] — Referenced: • The Operating Manual for Your Nervous System: https://every.to/p/the-operating-manual-for-your-nervous-system • Afferent vs. Efferent Neurons: https://www.osmosis.org/answers/afferent-vs-efferent-neurons • Insular cortex: https://en.wikipedia.org/wiki/Insular_cortex • Jonny’s TED Talk, “The gifts of grief”: https://www.ted.com/talks/jonny_miller_the_gifts_of_grief/details • Humming (Simple Bhramari Pranayama) as a Stress Buster: A Holter-Based Study to Analyze Heart Rate Variability (HRV) Parameters During Bhramari, Physical Activity, Emotional Stress, and Sleep: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10182780/ • 14-Minute Guided NSDR (non-sleep deep rest) practice: https://www.youtube.com/watch?v=vjXX2c72fYY • Breathing Techniques to Reduce Stress and Anxiety | Dr. Andrew Huberman on the Physiological Sigh: https://www.youtube.com/watch?v=kSZKIupBUuc • Interoception: the hidden sense that shapes well-being: https://www.theguardian.com/science/2021/aug/15/the-hidden-sense-shaping-your-wellbeing-interoception • Exteroception: https://dictionary.apa.org/exteroception • Interoceptive Awareness and ADHD: https://chadd.org/adhd-news/adhd-news-adults/interoceptive-awareness-and-adhd/ • Childhood Trauma Affects Stress-Related Interoceptive Accuracy: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6813623/ • The Hour Between Dog and Wolf: How Risk Taking Transforms Us, Body and Mind: https://www.amazon.com/Hour-Between-Dog-Wolf-Transforms/dp/0143123408 • Somatic Experiencing: https://www.somaticexperiencing.com/ • Hakomi Institute: https://hakomiinstitute.com/ • Decisions and Desire (about Antonio Damasio’s work): https://hbr.org/2006/01/decisions-and-desire • When enough is enough | Andy Johns (ex-FB, Twitter, Quora): https://www.lennyspodcast.com/when-enough-is-enough-andy-johns-ex-fb-twitter-quora/ • What Is Yoga Nidra?: https://health.clevelandclinic.org/what-is-yoga-nidra • Becoming Fully Yourself, What AI Wants, Family Rituals & Rites of Passage, with Kevin Kelly: https://podcast.curioushumans.com/episodes/becoming-fully-yourself-what-ai-wants-rites-of-passage-with-kevin-kelly • Tim Ferriss: https://tim.blog/ • The Power of Sensations: Intermediate’s Vipassana Body Scan: https://insighttimer.com/carola.ananda/guided-meditations/the-power-of-sensations-intermediates-vipassana-body-scan-meditation • Vipassana Meditation: https://www.dhamma.org/en/index • The Body Keeps the Score: Brain, Mind, and Body in the Healing of Trauma: https://www.amazon.com/Body-Keeps-Score-Healing-Trauma/dp/0670785938 • Waking the Tiger: Healing Trauma: https://www.amazon.com/Waking-Tiger-Healing-Peter-Levine/dp/155643233X • Consolations: The Solace, Nourishment and Underlying Meaning of Everyday Words: https://www.themarginalian.org/2015/04/29/david-whyte-consolations-words/ • The 15 Commitments of Conscious Leadership: A New Paradigm for Sustainable Success: https://www.amazon.com/15-Commitments-Conscious-Leadership-Sustainable/dp/0990976904/ • The Conscious Leadership Group: https://conscious.is/ • Recapture the Rapture: Rethinking God, Sex, and Death in a World That’s Lost Its Mind: https://www.amazon.com/Recapture-Rapture-Rethinking-Death-World/dp/0062905465 • Kubo and the Two Strings on Prime Video: https://www.amazon.com/Kubo-Two-Strings-Charlize-Theron/dp/B01K5BSWX0 • Wolfwalkers on AppleTV+: https://tv.apple.com/us/movie/wolfwalkers/umc.cmc.amuoq00hqelfi98j0gvg641x • Scavengers Reign on Max: https://www.max.com/shows/scavengers-reign/50c8ce6d-088c-42d9-9147-d1b19b1289d4 • Jerry Colonna on LinkedIn: https://www.linkedin.com/in/jerry-colonna-reboot/ • Ra Optics “Sunset” blue-light blockers: https://raoptics.com/collections/night-lenses • Nurosym vagal stimulation device: https://my.nurosym.com/vns1564/ • Pulsetto vagal stimulation device: https://pulsetto.tech/new-year/?gc_id=20124962116&h_ad_id=686249897188&gad_source=1 • Apollo vagus nerve stimulator: https://apolloneuro.com/products/apollo-wearable — Additional research: • Cellular allostatic load is linked to increased energy expenditure and accelerated biological aging: https://www.sciencedirect.com/science/article/pii/S0306453023003001 • Somatic experiencing: using interoception and proprioception as core elements of trauma therapy: https://www.frontiersin.org/articles/10.3389/fpsyg.2015.00093/full • Relationship between interoception and emotion regulation: New evidence from mixed methods: https://www.sciencedirect.com/science/article/abs/pii/S0165032718323723 • Out-of-the-blue panic attacks aren’t without warning: body sends signals for hour before: https://pubmed.ncbi.nlm.nih.gov/21783179/ — Production and marketing by https://penname.co/. For inquiries about sponsoring the podcast, email podcast@lennyrachitsky.com. — Lenny may be an investor in the companies discussed. This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.lennysnewsletter.com/subscribe

    28/01/2024

    •
    1hr 14min
  • Что должен знать каждый backend про N+1, lazy preload и производительность / Евгений Демин #83

    6 DAYS AGO

    10

    Что должен знать каждый backend про N+1, lazy preload и производительность / Евгений Демин #83

    В этом выпуске у меня в гостях Евгений Дёмин — Ruby-разработчик и автор нескольких популярных open source библиотек, которые решают проблемы с базами данных, валидацией и производительностью. Женя начинал как математик в Калининграде, попал на западный рынок почти случайно — друг порекомендовал его британскому рекрутеру, а всё собеседование свелось к фразе «Yes, please» в телефонной трубке. Тем не менее его взяли. Разобрались, почему open source — это не просто код на GitHub, а полноценный продукт, который нужно продвигать, объяснять и защищать. Женины библиотеки приносят ему живые деньги каждый месяц — и это получилось не по плану, а как результат маленьких последовательных шагов. Полезные ссылки: https://www.linkedin.com/in/evgeniydemin https://github.com/djezzzl/ https://x.com/EvgeniyDemin evgeniydemin.medium.com Подписывайтесь на канал «Организованное программирование» в Telegram: https://ttttt.me/orgprog – Список подкаст-платформ (Apple Podcast, Google Podcast, Spotify, Яндекс.Музыка и другие): https://podcast.ru/1734325321 – Смотреть в ВК Видео: https://vkvideo.ru/video-224967259_456239293 🔹 Курсы по искусственному интеллекту: https://ru.hexlet.io/courses_artificial-intelligence 🔹Хекслет Клуб в Telegram https://t.me/HexletClubBot Отдельно поговорили про schema.rb — файл, который Rails кладёт прямо в репозиторий и который даёт возможность строить инструменты автоматического анализа. В других экосистемах этого долго не было, а где-то нет до сих пор. Прошлись по конкретным инструментам. Выяснили, что расхождение между валидациями в коде и реальными ограничениями в базе данных — это не редкий edge case, а системная проблема, с которой сталкиваются даже крупные компании вроде 37signals. Подискутировали про N+1, что это не болезнь ORM, и вообще она существовала ещё когда люди писали запросы в циклах на чистом PHP. Обсудили, как можно пофиксить без ручного проставления includes — просто подключив нужную библиотеку. В конце разговор свернул в неожиданную сторону — обсудили, не станут ли все эти инструменты просто скиллами для ИИ-агентов, и нужны ли они вообще в том виде, в котором существуют сейчас. #opensource #rubyonrails #backend #programming #softwareengineering #postgresql #orm #nplusone #rails #developers #организованноепрограммирование #кириллмокевнин Что должен знать каждый backend про N+1, lazy preload и производительность / Евгений Демин #83

    6 days ago

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    1hr 2min

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